Dataset statistics
| Number of variables | 56 |
|---|---|
| Number of observations | 32316 |
| Missing cells | 182786 |
| Missing cells (%) | 10.1% |
| Duplicate rows | 1993 |
| Duplicate rows (%) | 6.2% |
| Total size in memory | 13.8 MiB |
| Average record size in memory | 448.0 B |
Variable types
| NUM | 24 |
|---|---|
| BOOL | 18 |
| CAT | 14 |
| Dataset has 1993 (6.2%) duplicate rows | Duplicates |
SAE Net Horsepower @ RPM is highly correlated with SAE Net Torque @ RPM | High correlation |
SAE Net Torque @ RPM is highly correlated with SAE Net Horsepower @ RPM | High correlation |
Stability Control is highly correlated with Traction Control | High correlation |
Traction Control is highly correlated with Stability Control | High correlation |
Turning Diameter - Curb to Curb (ft) is highly correlated with Wheelbase (in) | High correlation |
Wheelbase (in) is highly correlated with Turning Diameter - Curb to Curb (ft) | High correlation |
EPA Fuel Economy Est - City (MPG) has 5289 (16.4%) missing values | Missing |
Engine has 1975 (6.1%) missing values | Missing |
Drivetrain has 1716 (5.3%) missing values | Missing |
Base Curb Weight (lbs) has 12860 (39.8%) missing values | Missing |
Passenger Volume (ft³) has 15560 (48.1%) missing values | Missing |
Wheelbase (in) has 2015 (6.2%) missing values | Missing |
Track Width, Front (in) has 12186 (37.7%) missing values | Missing |
Height, Overall (in) has 16688 (51.6%) missing values | Missing |
Fuel Tank Capacity, Approx (gal) has 16701 (51.7%) missing values | Missing |
SAE Net Torque @ RPM has 2067 (6.4%) missing values | Missing |
Fuel System has 2830 (8.8%) missing values | Missing |
SAE Net Horsepower @ RPM has 2014 (6.2%) missing values | Missing |
Displacement has 2147 (6.6%) missing values | Missing |
Trans Description Cont. has 2037 (6.3%) missing values | Missing |
Trans Type has 1981 (6.1%) missing values | Missing |
Basic Miles/km has 2117 (6.6%) missing values | Missing |
Basic Years has 2117 (6.6%) missing values | Missing |
Corrosion Miles/km has 3004 (9.3%) missing values | Missing |
Corrosion Years has 2966 (9.2%) missing values | Missing |
Drivetrain Miles/km has 2788 (8.6%) missing values | Missing |
Drivetrain Years has 2788 (8.6%) missing values | Missing |
Turning Diameter - Curb to Curb (ft) has 3431 (10.6%) missing values | Missing |
Front Wheel Material has 1983 (6.1%) missing values | Missing |
Stabilizer Bar Diameter - Front (in) has 21109 (65.3%) missing values | Missing |
Roadside Assistance Years has 21027 (65.1%) missing values | Missing |
Roadside Assistance Miles/km has 7023 (21.7%) missing values | Missing |
Category has 1716 (5.3%) missing values | Missing |
Front tire aspect ratio has 2012 (6.2%) missing values | Missing |
Front tire speed ratings/cons.type has 6086 (18.8%) missing values | Missing |
Front tire rim size has 4499 (13.9%) missing values | Missing |
Passenger Capacity has 1969 (6.1%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-30 03:37:25.540287 |
|---|---|
| Analysis finished | 2020-12-30 03:39:13.511352 |
| Duration | 1 minute and 47.97 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
MSRP
Real number (ℝ≥0)
| Distinct | 10228 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 54 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37707.45943 |
|---|---|
| Minimum | 6929 |
| Maximum | 548800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 6929 |
|---|---|
| 5-th percentile | 15450 |
| Q1 | 23140 |
| median | 30557.5 |
| Q3 | 40758.75 |
| 95-th percentile | 82900 |
| Maximum | 548800 |
| Range | 541871 |
| Interquartile range (IQR) | 17618.75 |
Descriptive statistics
| Standard deviation | 32392.37576 |
|---|---|
| Coefficient of variation (CV) | 0.8590442383 |
| Kurtosis | 60.58142461 |
| Mean | 37707.45943 |
| Median Absolute Deviation (MAD) | 8457.5 |
| Skewness | 6.315598043 |
| Sum | 1216518056 |
| Variance | 1049266007 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 29995 | 64 | 0.2% | |
| 19995 | 55 | 0.2% | |
| 25995 | 43 | 0.1% | |
| 20995 | 40 | 0.1% | |
| 27995 | 39 | 0.1% | |
| 24495 | 36 | 0.1% | |
| 21995 | 34 | 0.1% | |
| 22995 | 33 | 0.1% | |
| 18995 | 33 | 0.1% | |
| 24995 | 33 | 0.1% | |
| Other values (10218) | 31852 | 98.6% | |
| (Missing) | 54 | 0.2% |
| Value | Count | Frequency (%) | |
| 6929 | 1 | < 0.1% | |
| 7149 | 1 | < 0.1% | |
| 7399 | 1 | < 0.1% | |
| 7599 | 1 | < 0.1% | |
| 7709 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 548800 | 2 | < 0.1% | |
| 535500 | 1 | < 0.1% | |
| 497650 | 2 | < 0.1% | |
| 492425 | 3 | < 0.1% | |
| 492000 | 1 | < 0.1% |
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 5289 |
| Missing (%) | 16.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.56820217 |
|---|---|
| Minimum | 9 |
| Maximum | 66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 16 |
| median | 18 |
| Q3 | 22 |
| 95-th percentile | 29 |
| Maximum | 66 |
| Range | 57 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.589964661 |
|---|---|
| Coefficient of variation (CV) | 0.2856657251 |
| Kurtosis | 8.40764124 |
| Mean | 19.56820217 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.058188746 |
| Sum | 528869.8 |
| Variance | 31.24770491 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 17 | 2556 | 7.9% | |
| 16 | 2463 | 7.6% | |
| 15 | 2451 | 7.6% | |
| 18 | 2348 | 7.3% | |
| 19 | 2002 | 6.2% | |
| 14 | 1924 | 6.0% | |
| 20 | 1860 | 5.8% | |
| 21 | 1758 | 5.4% | |
| 22 | 1755 | 5.4% | |
| 24 | 1147 | 3.5% | |
| Other values (43) | 6763 | 20.9% | |
| (Missing) | 5289 | 16.4% |
| Value | Count | Frequency (%) | |
| 9 | 4 | < 0.1% | |
| 10 | 45 | 0.1% | |
| 11 | 199 | 0.6% | |
| 12 | 462 | 1.4% | |
| 13 | 1080 | 3.3% |
| Value | Count | Frequency (%) | |
| 66 | 2 | < 0.1% | |
| 61 | 10 | < 0.1% | |
| 60 | 8 | < 0.1% | |
| 58 | 2 | < 0.1% | |
| 57 | 8 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1975 |
| Missing (%) | 6.1% |
| Memory size | 252.5 KiB |
| l4 | |
|---|---|
| V8 | |
| V6 | |
| Flat | |
| I6 | 554 |
| Other values (8) |
| Value | Count | Frequency (%) | |
| l4 | 9973 | 30.9% | |
| V8 | 8611 | 26.6% | |
| V6 | 8596 | 26.6% | |
| Flat | 1206 | 3.7% | |
| I6 | 554 | 1.7% | |
| l5 | 530 | 1.6% | |
| l6 | 263 | 0.8% | |
| V12 | 208 | 0.6% | |
| Electric | 174 | 0.5% | |
| l3 | 112 | 0.3% | |
| Other values (3) | 114 | 0.4% | |
| (Missing) | 1975 | 6.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 2 |
| Mean length | 2.177775715 |
| Min length | 2 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1716 |
| Missing (%) | 5.3% |
| Memory size | 252.5 KiB |
| FWD | |
|---|---|
| RWD | |
| 4WD | |
| AWD |
| Value | Count | Frequency (%) | |
| FWD | 9167 | 28.4% | |
| RWD | 9160 | 28.3% | |
| 4WD | 6378 | 19.7% | |
| AWD | 5895 | 18.2% | |
| (Missing) | 1716 | 5.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.762903825 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 1969 |
| Zeros (%) | 6.1% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.82401815 |
|---|---|
| Coefficient of variation (CV) | 0.3829634646 |
| Kurtosis | 2.723523667 |
| Mean | 4.762903825 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4357000769 |
| Sum | 153918 |
| Variance | 3.327042213 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 5 | 16731 | 51.8% | |
| 6 | 3852 | 11.9% | |
| 4 | 2992 | 9.3% | |
| 7 | 2010 | 6.2% | |
| 0 | 1969 | 6.1% | |
| 3 | 1693 | 5.2% | |
| 2 | 1604 | 5.0% | |
| 8 | 1086 | 3.4% | |
| 12 | 235 | 0.7% | |
| 9 | 138 | 0.4% | |
| Other values (2) | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1969 | 6.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1604 | 5.0% | |
| 3 | 1693 | 5.2% | |
| 4 | 2992 | 9.3% |
| Value | Count | Frequency (%) | |
| 15 | 5 | < 0.1% | |
| 12 | 235 | 0.7% | |
| 9 | 138 | 0.4% | |
| 8 | 1086 | 3.4% | |
| 7 | 2010 | 6.2% |
Passenger Doors
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 4 | |
|---|---|
| 2 | |
| 0 | 1716 |
| 3 | 690 |
| Value | Count | Frequency (%) | |
| 4 | 21785 | 67.4% | |
| 2 | 8125 | 25.1% | |
| 0 | 1716 | 5.3% | |
| 3 | 690 | 2.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 2208 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 12860 |
| Missing (%) | 39.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3610.225309 |
|---|---|
| Minimum | 1808 |
| Maximum | 8591 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 1808 |
|---|---|
| 5-th percentile | 2560 |
| Q1 | 3153 |
| median | 3497 |
| Q3 | 4048 |
| 95-th percentile | 4834 |
| Maximum | 8591 |
| Range | 6783 |
| Interquartile range (IQR) | 895 |
Descriptive statistics
| Standard deviation | 695.1865738 |
|---|---|
| Coefficient of variation (CV) | 0.19256044 |
| Kurtosis | 0.5372050967 |
| Mean | 3610.225309 |
| Median Absolute Deviation (MAD) | 436.5 |
| Skewness | 0.5713473821 |
| Sum | 70240543.61 |
| Variance | 483284.3725 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3433 | 97 | 0.3% | |
| 3362 | 88 | 0.3% | |
| 3428 | 87 | 0.3% | |
| 3230 | 82 | 0.3% | |
| 3197 | 67 | 0.2% | |
| 3285 | 67 | 0.2% | |
| 3263 | 66 | 0.2% | |
| 3307 | 64 | 0.2% | |
| 3395 | 63 | 0.2% | |
| 3340 | 63 | 0.2% | |
| Other values (2198) | 18712 | 57.9% | |
| (Missing) | 12860 | 39.8% |
| Value | Count | Frequency (%) | |
| 1808 | 16 | < 0.1% | |
| 1847 | 2 | < 0.1% | |
| 1850 | 3 | < 0.1% | |
| 1852 | 10 | < 0.1% | |
| 1856 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8591 | 1 | < 0.1% | |
| 8232 | 1 | < 0.1% | |
| 6406 | 1 | < 0.1% | |
| 6279 | 1 | < 0.1% | |
| 6275 | 1 | < 0.1% |
| Distinct | 435 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 15560 |
| Missing (%) | 48.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.4615224 |
|---|---|
| Minimum | 21.28 |
| Maximum | 188.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 21.28 |
|---|---|
| 5-th percentile | 75.5 |
| Q1 | 90.8 |
| median | 97.5 |
| Q3 | 104 |
| 95-th percentile | 152.9 |
| Maximum | 188.4 |
| Range | 167.12 |
| Interquartile range (IQR) | 13.2 |
Descriptive statistics
| Standard deviation | 21.93941709 |
|---|---|
| Coefficient of variation (CV) | 0.2183862693 |
| Kurtosis | 2.781327495 |
| Mean | 100.4615224 |
| Median Absolute Deviation (MAD) | 6.6 |
| Skewness | 1.089519113 |
| Sum | 1683333.27 |
| Variance | 481.3380223 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 93 | 332 | 1.0% | |
| 105.4 | 250 | 0.8% | |
| 93.5 | 236 | 0.7% | |
| 100 | 227 | 0.7% | |
| 88 | 213 | 0.7% | |
| 52 | 209 | 0.6% | |
| 102 | 196 | 0.6% | |
| 94 | 194 | 0.6% | |
| 97.5 | 188 | 0.6% | |
| 91 | 175 | 0.5% | |
| Other values (425) | 14536 | 45.0% | |
| (Missing) | 15560 | 48.1% |
| Value | Count | Frequency (%) | |
| 21.28 | 1 | < 0.1% | |
| 42.4 | 5 | < 0.1% | |
| 44 | 2 | < 0.1% | |
| 45.4 | 41 | 0.1% | |
| 46 | 62 | 0.2% |
| Value | Count | Frequency (%) | |
| 188.4 | 24 | 0.1% | |
| 177.4 | 36 | 0.1% | |
| 176.9 | 10 | < 0.1% | |
| 176.6 | 2 | < 0.1% | |
| 176.5 | 8 | < 0.1% |
| Distinct | 365 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 2015 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.8425313 |
|---|---|
| Minimum | 73.5 |
| Maximum | 178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 73.5 |
|---|---|
| 5-th percentile | 98.7 |
| Q1 | 105.1 |
| median | 111.5 |
| Q3 | 126 |
| 95-th percentile | 157.05 |
| Maximum | 178 |
| Range | 104.5 |
| Interquartile range (IQR) | 20.9 |
Descriptive statistics
| Standard deviation | 18.06417853 |
|---|---|
| Coefficient of variation (CV) | 0.1532908224 |
| Kurtosis | 0.4523704079 |
| Mean | 117.8425313 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.08601894 |
| Sum | 3570746.54 |
| Variance | 326.3145461 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 106.3 | 1199 | 3.7% | |
| 143.5 | 675 | 2.1% | |
| 104.3 | 629 | 1.9% | |
| 109.3 | 555 | 1.7% | |
| 105.1 | 520 | 1.6% | |
| 103.1 | 486 | 1.5% | |
| 116 | 460 | 1.4% | |
| 112.2 | 439 | 1.4% | |
| 130 | 435 | 1.3% | |
| 109.8 | 396 | 1.2% | |
| Other values (355) | 24507 | 75.8% | |
| (Missing) | 2015 | 6.2% |
| Value | Count | Frequency (%) | |
| 73.5 | 37 | 0.1% | |
| 73.7 | 14 | < 0.1% | |
| 86.6 | 14 | < 0.1% | |
| 89.2 | 62 | 0.2% | |
| 89.4 | 20 | 0.1% |
| Value | Count | Frequency (%) | |
| 178 | 12 | < 0.1% | |
| 176 | 10 | < 0.1% | |
| 172.4 | 125 | 0.4% | |
| 172 | 27 | 0.1% | |
| 170.3 | 54 | 0.2% |
| Distinct | 142 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 12186 |
| Missing (%) | 37.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.68542345 |
|---|---|
| Minimum | 50 |
| Maximum | 69.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 57.7 |
| Q1 | 60 |
| median | 61.6 |
| Q3 | 63.2 |
| 95-th percentile | 66.9 |
| Maximum | 69.4 |
| Range | 19.4 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.627704767 |
|---|---|
| Coefficient of variation (CV) | 0.04259847173 |
| Kurtosis | 0.3853343977 |
| Mean | 61.68542345 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.1684791494 |
| Sum | 1241727.574 |
| Variance | 6.904832342 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 60.2 | 647 | 2.0% | |
| 60.6 | 591 | 1.8% | |
| 62 | 573 | 1.8% | |
| 62.4 | 480 | 1.5% | |
| 60.7 | 477 | 1.5% | |
| 61.6 | 471 | 1.5% | |
| 61 | 466 | 1.4% | |
| 62.1 | 459 | 1.4% | |
| 63 | 440 | 1.4% | |
| 62.2 | 423 | 1.3% | |
| Other values (132) | 15103 | 46.7% | |
| (Missing) | 12186 | 37.7% |
| Value | Count | Frequency (%) | |
| 50 | 4 | < 0.1% | |
| 50.5 | 29 | 0.1% | |
| 50.51 | 4 | < 0.1% | |
| 54.5 | 7 | < 0.1% | |
| 55.3 | 24 | 0.1% |
| Value | Count | Frequency (%) | |
| 69.4 | 2 | < 0.1% | |
| 68.7 | 6 | < 0.1% | |
| 68.5 | 11 | < 0.1% | |
| 68.3 | 14 | < 0.1% | |
| 68.2 | 6 | < 0.1% |
| Distinct | 342 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 16688 |
| Missing (%) | 51.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.44527316 |
|---|---|
| Minimum | 44.3 |
| Maximum | 110.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 44.3 |
|---|---|
| 5-th percentile | 53.9 |
| Q1 | 57.3 |
| median | 67.5 |
| Q3 | 74.4 |
| 95-th percentile | 78.5 |
| Maximum | 110.1 |
| Range | 65.8 |
| Interquartile range (IQR) | 17.1 |
Descriptive statistics
| Standard deviation | 9.372474316 |
|---|---|
| Coefficient of variation (CV) | 0.1410555465 |
| Kurtosis | -0.256598927 |
| Mean | 66.44527316 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.1833552705 |
| Sum | 1038406.729 |
| Variance | 87.84327481 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 76.2 | 401 | 1.2% | |
| 56.5 | 318 | 1.0% | |
| 56.2 | 264 | 0.8% | |
| 73.7 | 262 | 0.8% | |
| 73.8 | 239 | 0.7% | |
| 76.9 | 224 | 0.7% | |
| 76.8 | 212 | 0.7% | |
| 58.1 | 210 | 0.6% | |
| 66.3 | 208 | 0.6% | |
| 56.3 | 205 | 0.6% | |
| Other values (332) | 13085 | 40.5% | |
| (Missing) | 16688 | 51.6% |
| Value | Count | Frequency (%) | |
| 44.3 | 2 | < 0.1% | |
| 46.1 | 28 | 0.1% | |
| 46.3 | 1 | < 0.1% | |
| 46.6 | 8 | < 0.1% | |
| 47.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 110.1 | 8 | < 0.1% | |
| 109.4 | 16 | < 0.1% | |
| 108.6 | 4 | < 0.1% | |
| 107.7 | 4 | < 0.1% | |
| 100.8 | 8 | < 0.1% |
| Distinct | 130 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 16701 |
| Missing (%) | 51.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.02699673 |
|---|---|
| Minimum | 1.9 |
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 1.9 |
|---|---|
| 5-th percentile | 13.2 |
| Q1 | 16.6 |
| median | 19.5 |
| Q3 | 26 |
| 95-th percentile | 36 |
| Maximum | 48 |
| Range | 46.1 |
| Interquartile range (IQR) | 9.4 |
Descriptive statistics
| Standard deviation | 7.017269308 |
|---|---|
| Coefficient of variation (CV) | 0.3185758546 |
| Kurtosis | -0.3739954961 |
| Mean | 22.02699673 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | 0.6855076768 |
| Sum | 343951.554 |
| Variance | 49.24206854 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 26 | 1819 | 5.6% | |
| 18.5 | 808 | 2.5% | |
| 34 | 788 | 2.4% | |
| 19 | 788 | 2.4% | |
| 13.2 | 620 | 1.9% | |
| 36 | 558 | 1.7% | |
| 18 | 544 | 1.7% | |
| 31 | 543 | 1.7% | |
| 19.5 | 453 | 1.4% | |
| 21 | 439 | 1.4% | |
| Other values (120) | 8255 | 25.5% | |
| (Missing) | 16701 | 51.7% |
| Value | Count | Frequency (%) | |
| 1.9 | 3 | < 0.1% | |
| 2.3 | 4 | < 0.1% | |
| 7 | 4 | < 0.1% | |
| 7.8 | 2 | < 0.1% | |
| 8 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 48 | 10 | < 0.1% | |
| 42 | 16 | < 0.1% | |
| 39 | 66 | 0.2% | |
| 38.5 | 20 | 0.1% | |
| 38 | 231 | 0.7% |
| Distinct | 374 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 2067 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.1232107 |
|---|---|
| Minimum | 65 |
| Maximum | 935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 127 |
| Q1 | 181 |
| median | 260 |
| Q3 | 335 |
| 95-th percentile | 440 |
| Maximum | 935 |
| Range | 870 |
| Interquartile range (IQR) | 154 |
Descriptive statistics
| Standard deviation | 102.7460548 |
|---|---|
| Coefficient of variation (CV) | 0.3817807262 |
| Kurtosis | 1.027629097 |
| Mean | 269.1232107 |
| Median Absolute Deviation (MAD) | 76 |
| Skewness | 0.7568120606 |
| Sum | 8140708 |
| Variance | 10556.75178 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 260 | 1037 | 3.2% | |
| 258 | 777 | 2.4% | |
| 380 | 732 | 2.3% | |
| 207 | 552 | 1.7% | |
| 295 | 542 | 1.7% | |
| 365 | 537 | 1.7% | |
| 360 | 471 | 1.5% | |
| 305 | 435 | 1.3% | |
| 325 | 413 | 1.3% | |
| 400 | 406 | 1.3% | |
| Other values (364) | 24347 | 75.3% | |
| (Missing) | 2067 | 6.4% |
| Value | Count | Frequency (%) | |
| 65 | 3 | < 0.1% | |
| 66 | 17 | 0.1% | |
| 68 | 28 | 0.1% | |
| 74 | 26 | 0.1% | |
| 82 | 41 | 0.1% |
| Value | Count | Frequency (%) | |
| 935 | 2 | < 0.1% | |
| 811 | 3 | < 0.1% | |
| 792 | 5 | < 0.1% | |
| 752 | 9 | < 0.1% | |
| 750 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2830 |
| Missing (%) | 8.8% |
| Memory size | 252.5 KiB |
| SFI | |
|---|---|
| DI | |
| Electric FI |
| Value | Count | Frequency (%) | |
| SFI | 12564 | 38.9% | |
| DI | 10644 | 32.9% | |
| Electric FI | 6278 | 19.4% | |
| (Missing) | 2830 | 8.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 11 |
|---|---|
| Median length | 3 |
| Mean length | 4.224780295 |
| Min length | 2 |
| Distinct | 387 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2014 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 258.4166062 |
|---|---|
| Minimum | 40 |
| Maximum | 808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 180 |
| median | 252 |
| Q3 | 310 |
| 95-th percentile | 424 |
| Maximum | 808 |
| Range | 768 |
| Interquartile range (IQR) | 130 |
Descriptive statistics
| Standard deviation | 98.6465932 |
|---|---|
| Coefficient of variation (CV) | 0.3817347293 |
| Kurtosis | 1.469595956 |
| Mean | 258.4166062 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | 0.9147305465 |
| Sum | 7830540 |
| Variance | 9731.15035 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 300 | 1251 | 3.9% | |
| 170 | 937 | 2.9% | |
| 200 | 822 | 2.5% | |
| 360 | 728 | 2.3% | |
| 285 | 562 | 1.7% | |
| 240 | 539 | 1.7% | |
| 305 | 514 | 1.6% | |
| 310 | 483 | 1.5% | |
| 190 | 458 | 1.4% | |
| 140 | 438 | 1.4% | |
| Other values (377) | 23570 | 72.9% | |
| (Missing) | 2014 | 6.2% |
| Value | Count | Frequency (%) | |
| 40 | 2 | < 0.1% | |
| 65 | 3 | < 0.1% | |
| 67 | 17 | 0.1% | |
| 70 | 31 | 0.1% | |
| 73 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 808 | 1 | < 0.1% | |
| 797 | 2 | < 0.1% | |
| 788 | 1 | < 0.1% | |
| 759 | 1 | < 0.1% | |
| 755 | 4 | < 0.1% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2147 |
| Missing (%) | 6.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.542469091 |
|---|---|
| Minimum | 0.65 |
| Maximum | 7.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 0.65 |
|---|---|
| 5-th percentile | 1.7 |
| Q1 | 2.4 |
| median | 3.5 |
| Q3 | 4.7 |
| 95-th percentile | 6 |
| Maximum | 7.5 |
| Range | 6.85 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.412911972 |
|---|---|
| Coefficient of variation (CV) | 0.3988494847 |
| Kurtosis | -0.9847698785 |
| Mean | 3.542469091 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 0.4136593619 |
| Sum | 106872.75 |
| Variance | 1.996320239 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2 | 3786 | 11.7% | |
| 2.5 | 2252 | 7.0% | |
| 3.5 | 2144 | 6.6% | |
| 3 | 1943 | 6.0% | |
| 3.6 | 1718 | 5.3% | |
| 6 | 1426 | 4.4% | |
| 2.4 | 1416 | 4.4% | |
| 4 | 1267 | 3.9% | |
| 5.7 | 1128 | 3.5% | |
| 1.8 | 1112 | 3.4% | |
| Other values (50) | 11977 | 37.1% | |
| (Missing) | 2147 | 6.6% |
| Value | Count | Frequency (%) | |
| 0.65 | 7 | < 0.1% | |
| 1 | 59 | 0.2% | |
| 1.2 | 30 | 0.1% | |
| 1.3 | 60 | 0.2% | |
| 1.4 | 285 | 0.9% |
| Value | Count | Frequency (%) | |
| 7.5 | 2 | < 0.1% | |
| 7 | 23 | 0.1% | |
| 6.8 | 30 | 0.1% | |
| 6.75 | 14 | < 0.1% | |
| 6.7 | 19 | 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2037 |
| Missing (%) | 6.3% |
| Memory size | 252.5 KiB |
| Automatic | |
|---|---|
| Manual | |
| CVT | 1596 |
| Value | Count | Frequency (%) | |
| Automatic | 19086 | 59.1% | |
| Manual | 9597 | 29.7% | |
| CVT | 1596 | 4.9% | |
| (Missing) | 2037 | 6.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.434552544 |
| Min length | 3 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1981 |
| Missing (%) | 6.1% |
| Memory size | 252.5 KiB |
| 6 | |
|---|---|
| 5 | |
| 4 | |
| 8 | |
| <3 | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| 6 | 11449 | 35.4% | |
| 5 | 7459 | 23.1% | |
| 4 | 4663 | 14.4% | |
| 8 | 3015 | 9.3% | |
| <3 | 1668 | 5.2% | |
| 7 | 1379 | 4.3% | |
| 9 | 487 | 1.5% | |
| 10 | 193 | 0.6% | |
| CVT | 22 | 0.1% | |
| (Missing) | 1981 | 6.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.181550935 |
| Min length | 1 |
Suspension Type - Front
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| MacPherson Strut | |
|---|---|
| Double Wishbone | |
| Independent | |
| Coil Spring | |
| Others | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| MacPherson Strut | 12220 | 37.8% | |
| Double Wishbone | 6358 | 19.7% | |
| Independent | 5051 | 15.6% | |
| Coil Spring | 2463 | 7.6% | |
| Others | 2440 | 7.6% | |
| Link type | 1778 | 5.5% | |
| Torsion Bar | 1662 | 5.1% | |
| Axle | 183 | 0.6% | |
| Leaf type | 113 | 0.3% | |
| Air Suspension | 48 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 13.14794529 |
| Min length | 4 |
Suspension Type - Rear
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| Link type | |
|---|---|
| Leaf type | |
| Others | |
| Independent | |
| Double Wishbone | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| Link type | 17788 | 55.0% | |
| Leaf type | 3020 | 9.3% | |
| Others | 2595 | 8.0% | |
| Independent | 2535 | 7.8% | |
| Double Wishbone | 2490 | 7.7% | |
| Torsion Bar | 1853 | 5.7% | |
| Coil Spring | 718 | 2.2% | |
| MacPherson Strut | 678 | 2.1% | |
| Axle | 577 | 1.8% | |
| Air Suspension | 62 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 9.604592152 |
| Min length | 4 |
Air Bag-Frontal-Driver
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 | 909 |
| Value | Count | Frequency (%) | |
| 1 | 31407 | 97.2% | |
| 0 | 909 | 2.8% |
Air Bag-Frontal-Passenger
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 | 1531 |
| Value | Count | Frequency (%) | |
| 1 | 30785 | 95.3% | |
| 0 | 1531 | 4.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 28898 | 89.4% | |
| 1 | 3418 | 10.6% |
Air Bag-Side Body-Front
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 22443 | 69.4% | |
| 0 | 9873 | 30.6% |
Air Bag-Side Body-Rear
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 | 1771 |
| Value | Count | Frequency (%) | |
| 0 | 30545 | 94.5% | |
| 1 | 1771 | 5.5% |
Air Bag-Side Head-Front
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 20695 | 64.0% | |
| 0 | 11621 | 36.0% |
Air Bag-Side Head-Rear
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 17788 | 55.0% | |
| 0 | 14528 | 45.0% |
Brakes-ABS
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 | 2659 |
| Value | Count | Frequency (%) | |
| 1 | 29657 | 91.8% | |
| 0 | 2659 | 8.2% |
Child Safety Rear Door Locks
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 18973 | 58.7% | |
| 0 | 13343 | 41.3% |
Daytime Running Lights
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 17985 | 55.7% | |
| 0 | 14331 | 44.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 22922 | 70.9% | |
| 0 | 9394 | 29.1% |
Night Vision
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 | 44 |
| Value | Count | Frequency (%) | |
| 0 | 32272 | 99.9% | |
| 1 | 44 | 0.1% |
Rollover Protection Bars
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 | 1186 |
| Value | Count | Frequency (%) | |
| 0 | 31130 | 96.3% | |
| 1 | 1186 | 3.7% |
Fog Lamps
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 16616 | 51.4% | |
| 1 | 15700 | 48.6% |
Parking Aid
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 26438 | 81.8% | |
| 1 | 5878 | 18.2% |
Tire Pressure Monitor
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 22234 | 68.8% | |
| 0 | 10082 | 31.2% |
Back-Up Camera
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 22051 | 68.2% | |
| 1 | 10265 | 31.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 21730 | 67.2% | |
| 0 | 10586 | 32.8% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2117 |
| Missing (%) | 6.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42739.96709 |
|---|---|
| Minimum | 24000 |
| Maximum | 150000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 24000 |
|---|---|
| 5-th percentile | 36000 |
| Q1 | 36000 |
| median | 36000 |
| Q3 | 50000 |
| 95-th percentile | 60000 |
| Maximum | 150000 |
| Range | 126000 |
| Interquartile range (IQR) | 14000 |
Descriptive statistics
| Standard deviation | 14332.19883 |
|---|---|
| Coefficient of variation (CV) | 0.335334812 |
| Kurtosis | 29.24604144 |
| Mean | 42739.96709 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.591368443 |
| Sum | 1290704266 |
| Variance | 205411923.2 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 36000 | 19862 | 61.5% | |
| 50000 | 7152 | 22.1% | |
| 60000 | 2278 | 7.0% | |
| 150000 | 290 | 0.9% | |
| 24000 | 255 | 0.8% | |
| 100000 | 214 | 0.7% | |
| 72000 | 137 | 0.4% | |
| 49711 | 6 | < 0.1% | |
| 42000 | 5 | < 0.1% | |
| (Missing) | 2117 | 6.6% |
| Value | Count | Frequency (%) | |
| 24000 | 255 | 0.8% | |
| 36000 | 19862 | 61.5% | |
| 42000 | 5 | < 0.1% | |
| 49711 | 6 | < 0.1% | |
| 50000 | 7152 | 22.1% |
| Value | Count | Frequency (%) | |
| 150000 | 290 | 0.9% | |
| 100000 | 214 | 0.7% | |
| 72000 | 137 | 0.4% | |
| 60000 | 2278 | 7.0% | |
| 50000 | 7152 | 22.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2117 |
| Missing (%) | 6.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.398754926 |
|---|---|
| Minimum | 2 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6622025812 |
|---|---|
| Coefficient of variation (CV) | 0.194836814 |
| Kurtosis | 1.151892098 |
| Mean | 3.398754926 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.308795495 |
| Sum | 102639 |
| Variance | 0.4385122586 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 3 | 20186 | 62.5% | |
| 4 | 7294 | 22.6% | |
| 5 | 2301 | 7.1% | |
| 2 | 277 | 0.9% | |
| 6 | 141 | 0.4% | |
| (Missing) | 2117 | 6.6% |
| Value | Count | Frequency (%) | |
| 2 | 277 | 0.9% | |
| 3 | 20186 | 62.5% | |
| 4 | 7294 | 22.6% | |
| 5 | 2301 | 7.1% | |
| 6 | 141 | 0.4% |
| Value | Count | Frequency (%) | |
| 6 | 141 | 0.4% | |
| 5 | 2301 | 7.1% | |
| 4 | 7294 | 22.6% | |
| 3 | 20186 | 62.5% | |
| 2 | 277 | 0.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3004 |
| Missing (%) | 9.3% |
| Memory size | 252.5 KiB |
| 150000 | |
|---|---|
| 100000 | |
| 50000 | 1105 |
| 60000 | 6 |
| Value | Count | Frequency (%) | |
| 150000 | 20800 | 64.4% | |
| 100000 | 7401 | 22.9% | |
| 50000 | 1105 | 3.4% | |
| 60000 | 6 | < 0.1% | |
| (Missing) | 3004 | 9.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.500835499 |
| Min length | 3 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2966 |
| Missing (%) | 9.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.341056218 |
|---|---|
| Minimum | 2 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.460939029 |
|---|---|
| Coefficient of variation (CV) | 0.3880960748 |
| Kurtosis | 1.21763819 |
| Mean | 6.341056218 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.665725887 |
| Sum | 186110 |
| Variance | 6.056220902 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 5 | 15492 | 47.9% | |
| 6 | 6734 | 20.8% | |
| 12 | 4271 | 13.2% | |
| 7 | 1321 | 4.1% | |
| 4 | 965 | 3.0% | |
| 10 | 268 | 0.8% | |
| 3 | 225 | 0.7% | |
| 8 | 64 | 0.2% | |
| 2 | 10 | < 0.1% | |
| (Missing) | 2966 | 9.2% |
| Value | Count | Frequency (%) | |
| 2 | 10 | < 0.1% | |
| 3 | 225 | 0.7% | |
| 4 | 965 | 3.0% | |
| 5 | 15492 | 47.9% | |
| 6 | 6734 | 20.8% |
| Value | Count | Frequency (%) | |
| 12 | 4271 | 13.2% | |
| 10 | 268 | 0.8% | |
| 8 | 64 | 0.2% | |
| 7 | 1321 | 4.1% | |
| 6 | 6734 | 20.8% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2788 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66368.11955 |
|---|---|
| Minimum | 24000 |
| Maximum | 150000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 24000 |
|---|---|
| 5-th percentile | 36000 |
| Q1 | 50000 |
| median | 60000 |
| Q3 | 70000 |
| 95-th percentile | 100000 |
| Maximum | 150000 |
| Range | 126000 |
| Interquartile range (IQR) | 20000 |
Descriptive statistics
| Standard deviation | 22712.74158 |
|---|---|
| Coefficient of variation (CV) | 0.3422236721 |
| Kurtosis | 1.079040939 |
| Mean | 66368.11955 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 1.054366614 |
| Sum | 1959717834 |
| Variance | 515868630.3 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 60000 | 12771 | 39.5% | |
| 100000 | 6519 | 20.2% | |
| 50000 | 4927 | 15.2% | |
| 36000 | 2928 | 9.1% | |
| 70000 | 1587 | 4.9% | |
| 150000 | 410 | 1.3% | |
| 24000 | 227 | 0.7% | |
| 72000 | 137 | 0.4% | |
| 80000 | 10 | < 0.1% | |
| 62139 | 6 | < 0.1% | |
| Other values (2) | 6 | < 0.1% | |
| (Missing) | 2788 | 8.6% |
| Value | Count | Frequency (%) | |
| 24000 | 227 | 0.7% | |
| 36000 | 2928 | 9.1% | |
| 50000 | 4927 | 15.2% | |
| 60000 | 12771 | 39.5% | |
| 62139 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 150000 | 410 | 1.3% | |
| 125000 | 1 | < 0.1% | |
| 120000 | 5 | < 0.1% | |
| 100000 | 6519 | 20.2% | |
| 80000 | 10 | < 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2788 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.070069087 |
|---|---|
| Minimum | 2 |
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 20 |
| Range | 18 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.815610493 |
|---|---|
| Coefficient of variation (CV) | 0.3581036988 |
| Kurtosis | 16.64826543 |
| Mean | 5.070069087 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.096149132 |
| Sum | 149709 |
| Variance | 3.296441462 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 5 | 17172 | 53.1% | |
| 4 | 4931 | 15.3% | |
| 3 | 3168 | 9.8% | |
| 10 | 2100 | 6.5% | |
| 6 | 1639 | 5.1% | |
| 2 | 242 | 0.7% | |
| 7 | 105 | 0.3% | |
| 20 | 100 | 0.3% | |
| 8 | 71 | 0.2% | |
| (Missing) | 2788 | 8.6% |
| Value | Count | Frequency (%) | |
| 2 | 242 | 0.7% | |
| 3 | 3168 | 9.8% | |
| 4 | 4931 | 15.3% | |
| 5 | 17172 | 53.1% | |
| 6 | 1639 | 5.1% |
| Value | Count | Frequency (%) | |
| 20 | 100 | 0.3% | |
| 10 | 2100 | 6.5% | |
| 8 | 71 | 0.2% | |
| 7 | 105 | 0.3% | |
| 6 | 1639 | 5.1% |
| Distinct | 264 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3431 |
| Missing (%) | 10.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.76493169 |
|---|---|
| Minimum | 20.5 |
| Maximum | 93.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 20.5 |
|---|---|
| 5-th percentile | 34.1 |
| Q1 | 36 |
| median | 38.1 |
| Q3 | 42.7 |
| 95-th percentile | 51.2 |
| Maximum | 93.6 |
| Range | 73.1 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 5.674009053 |
|---|---|
| Coefficient of variation (CV) | 0.1426887665 |
| Kurtosis | 8.423493364 |
| Mean | 39.76493169 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 1.796363723 |
| Sum | 1148610.052 |
| Variance | 32.19437874 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 35.4 | 1307 | 4.0% | |
| 37.4 | 1262 | 3.9% | |
| 34.8 | 1150 | 3.6% | |
| 35.8 | 965 | 3.0% | |
| 39 | 819 | 2.5% | |
| 38.7 | 790 | 2.4% | |
| 36.1 | 724 | 2.2% | |
| 36.7 | 687 | 2.1% | |
| 37.7 | 669 | 2.1% | |
| 36.4 | 654 | 2.0% | |
| Other values (254) | 19858 | 61.4% | |
| (Missing) | 3431 | 10.6% |
| Value | Count | Frequency (%) | |
| 20.5 | 3 | < 0.1% | |
| 21.67 | 12 | < 0.1% | |
| 21.75 | 14 | < 0.1% | |
| 22.8 | 14 | < 0.1% | |
| 28.7 | 37 | 0.1% |
| Value | Count | Frequency (%) | |
| 93.6 | 25 | 0.1% | |
| 81.4 | 11 | < 0.1% | |
| 72.6 | 3 | < 0.1% | |
| 61.6 | 21 | 0.1% | |
| 59.6 | 4 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1983 |
| Missing (%) | 6.1% |
| Memory size | 252.5 KiB |
| Aluminum | |
|---|---|
| Steel | |
| Alloy | |
| Carbon Fibre | 3 |
| Value | Count | Frequency (%) | |
| Aluminum | 19974 | 61.8% | |
| Steel | 7384 | 22.8% | |
| Alloy | 2972 | 9.2% | |
| Carbon Fibre | 3 | < 0.1% | |
| (Missing) | 1983 | 6.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 6.732176012 |
| Min length | 3 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 21109 |
| Missing (%) | 65.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.133912198 |
|---|---|
| Minimum | 0.63 |
| Maximum | 1.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 0.63 |
|---|---|
| 5-th percentile | 0.77 |
| Q1 | 0.94 |
| median | 1.13 |
| Q3 | 1.34 |
| 95-th percentile | 1.42 |
| Maximum | 1.68 |
| Range | 1.05 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.2202381306 |
|---|---|
| Coefficient of variation (CV) | 0.1942285576 |
| Kurtosis | -1.198987983 |
| Mean | 1.133912198 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | -0.2501690014 |
| Sum | 12707.754 |
| Variance | 0.04850483416 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.42 | 1141 | 3.5% | |
| 1.34 | 1104 | 3.4% | |
| 0.91 | 867 | 2.7% | |
| 1.1 | 630 | 1.9% | |
| 1.18 | 533 | 1.6% | |
| 1.3 | 485 | 1.5% | |
| 0.83 | 435 | 1.3% | |
| 1.31 | 398 | 1.2% | |
| 1.41 | 391 | 1.2% | |
| 0.94 | 367 | 1.1% | |
| Other values (50) | 4856 | 15.0% | |
| (Missing) | 21109 | 65.3% |
| Value | Count | Frequency (%) | |
| 0.63 | 24 | 0.1% | |
| 0.66 | 2 | < 0.1% | |
| 0.67 | 101 | 0.3% | |
| 0.68 | 18 | 0.1% | |
| 0.71 | 202 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.68 | 5 | < 0.1% | |
| 1.42 | 1141 | 3.5% | |
| 1.417 | 10 | < 0.1% | |
| 1.41 | 391 | 1.2% | |
| 1.4 | 219 | 0.7% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 21027 |
| Missing (%) | 65.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.558065373 |
|---|---|
| Minimum | 2 |
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.849054254 |
|---|---|
| Coefficient of variation (CV) | 0.8444491114 |
| Kurtosis | 11.23386166 |
| Mean | 4.558065373 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.485818585 |
| Sum | 51456 |
| Variance | 14.81521865 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 3 | 3788 | 11.7% | |
| 4 | 2896 | 9.0% | |
| 5 | 2598 | 8.0% | |
| 2 | 1309 | 4.1% | |
| 20 | 618 | 1.9% | |
| 6 | 70 | 0.2% | |
| 12 | 10 | < 0.1% | |
| (Missing) | 21027 | 65.1% |
| Value | Count | Frequency (%) | |
| 2 | 1309 | 4.1% | |
| 3 | 3788 | 11.7% | |
| 4 | 2896 | 9.0% | |
| 5 | 2598 | 8.0% | |
| 6 | 70 | 0.2% |
| Value | Count | Frequency (%) | |
| 20 | 618 | 1.9% | |
| 12 | 10 | < 0.1% | |
| 6 | 70 | 0.2% | |
| 5 | 2598 | 8.0% | |
| 4 | 2896 | 9.0% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7023 |
| Missing (%) | 21.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79394.53604 |
|---|---|
| Minimum | 25000 |
| Maximum | 150000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 25000 |
|---|---|
| 5-th percentile | 36000 |
| Q1 | 36000 |
| median | 60000 |
| Q3 | 100000 |
| 95-th percentile | 150000 |
| Maximum | 150000 |
| Range | 125000 |
| Interquartile range (IQR) | 64000 |
Descriptive statistics
| Standard deviation | 45007.96138 |
|---|---|
| Coefficient of variation (CV) | 0.5668899098 |
| Kurtosis | -1.207621107 |
| Mean | 79394.53604 |
| Median Absolute Deviation (MAD) | 24000 |
| Skewness | 0.6235172601 |
| Sum | 2008126000 |
| Variance | 2025716587 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 36000 | 7286 | 22.5% | |
| 150000 | 6164 | 19.1% | |
| 60000 | 4636 | 14.3% | |
| 100000 | 3608 | 11.2% | |
| 50000 | 2502 | 7.7% | |
| 70000 | 661 | 2.0% | |
| 25000 | 436 | 1.3% | |
| (Missing) | 7023 | 21.7% |
| Value | Count | Frequency (%) | |
| 25000 | 436 | 1.3% | |
| 36000 | 7286 | 22.5% | |
| 50000 | 2502 | 7.7% | |
| 60000 | 4636 | 14.3% | |
| 70000 | 661 | 2.0% |
| Value | Count | Frequency (%) | |
| 150000 | 6164 | 19.1% | |
| 100000 | 3608 | 11.2% | |
| 70000 | 661 | 2.0% | |
| 60000 | 4636 | 14.3% | |
| 50000 | 2502 | 7.7% |
Manufacturer
Categorical
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| Ford | |
|---|---|
| Chevrolet | |
| Toyota | |
| Nissan | |
| GMC | |
| Other values (38) |
| Value | Count | Frequency (%) | |
| Ford | 4186 | 13.0% | |
| Chevrolet | 2977 | 9.2% | |
| Toyota | 2739 | 8.5% | |
| Nissan | 2238 | 6.9% | |
| GMC | 2066 | 6.4% | |
| Honda | 1746 | 5.4% | |
| Volkswagen | 1565 | 4.8% | |
| Subaru | 1504 | 4.7% | |
| BMW | 1283 | 4.0% | |
| Audi | 1183 | 3.7% | |
| Other values (33) | 10829 | 33.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 5.895964847 |
| Min length | 3 |
Model year
Real number (ℝ≥0)
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.535493 |
|---|---|
| Minimum | 1990 |
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 1990 |
|---|---|
| 5-th percentile | 1995 |
| Q1 | 2005 |
| median | 2011 |
| Q3 | 2015 |
| 95-th percentile | 2019 |
| Maximum | 2019 |
| Range | 29 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.198832339 |
|---|---|
| Coefficient of variation (CV) | 0.003582336497 |
| Kurtosis | -0.2312915204 |
| Mean | 2009.535493 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.7082445966 |
| Sum | 64940149 |
| Variance | 51.82318704 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) | |
| 2018 | 2801 | 8.7% | |
| 2019 | 2431 | 7.5% | |
| 2016 | 2225 | 6.9% | |
| 2015 | 2103 | 6.5% | |
| 2013 | 1898 | 5.9% | |
| 2014 | 1897 | 5.9% | |
| 2012 | 1870 | 5.8% | |
| 2011 | 1671 | 5.2% | |
| 2010 | 1456 | 4.5% | |
| 2009 | 1437 | 4.4% | |
| Other values (19) | 12527 | 38.8% |
| Value | Count | Frequency (%) | |
| 1990 | 235 | 0.7% | |
| 1991 | 261 | 0.8% | |
| 1992 | 286 | 0.9% | |
| 1993 | 251 | 0.8% | |
| 1994 | 298 | 0.9% |
| Value | Count | Frequency (%) | |
| 2019 | 2431 | 7.5% | |
| 2018 | 2801 | 8.7% | |
| 2016 | 2225 | 6.9% | |
| 2015 | 2103 | 6.5% | |
| 2014 | 1897 | 5.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1716 |
| Missing (%) | 5.3% |
| Memory size | 252.5 KiB |
| Car | |
|---|---|
| Pickup | |
| SUV | |
| Van | 1302 |
| Value | Count | Frequency (%) | |
| Car | 13829 | 42.8% | |
| Pickup | 7750 | 24.0% | |
| SUV | 7719 | 23.9% | |
| Van | 1302 | 4.0% | |
| (Missing) | 1716 | 5.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.719457854 |
| Min length | 3 |
Front tire width
Categorical
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.5 KiB |
| 235 | |
|---|---|
| 245 | |
| 225 | |
| 265 | |
| 215 | |
| Other values (39) |
| Value | Count | Frequency (%) | |
| 235 | 4257 | 13.2% | |
| 245 | 3951 | 12.2% | |
| 225 | 3594 | 11.1% | |
| 265 | 2703 | 8.4% | |
| 215 | 2515 | 7.8% | |
| 205 | 2508 | 7.8% | |
| 255 | 2213 | 6.8% | |
| an | 1988 | 6.2% | |
| T24 | 1734 | 5.4% | |
| 275 | 1389 | 4.3% | |
| Other values (34) | 5464 | 16.9% |
Frequencies of value counts
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.938420597 |
| Min length | 2 |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2012 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.16397175 |
|---|---|
| Minimum | 30 |
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 50 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 75 |
| Maximum | 85 |
| Range | 55 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.5608924 |
|---|---|
| Coefficient of variation (CV) | 0.1954042647 |
| Kurtosis | -0.8884795187 |
| Mean | 59.16397175 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.2853471568 |
| Sum | 1792905 |
| Variance | 133.6542331 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 70 | 5330 | 16.5% | |
| 65 | 4401 | 13.6% | |
| 55 | 4325 | 13.4% | |
| 60 | 3720 | 11.5% | |
| 75 | 3581 | 11.1% | |
| 45 | 3547 | 11.0% | |
| 50 | 2305 | 7.1% | |
| 40 | 2094 | 6.5% | |
| 35 | 690 | 2.1% | |
| 85 | 208 | 0.6% | |
| Other values (3) | 103 | 0.3% | |
| (Missing) | 2012 | 6.2% |
| Value | Count | Frequency (%) | |
| 30 | 92 | 0.3% | |
| 35 | 690 | 2.1% | |
| 40 | 2094 | 6.5% | |
| 45 | 3547 | 11.0% | |
| 50 | 2305 | 7.1% |
| Value | Count | Frequency (%) | |
| 85 | 208 | 0.6% | |
| 80 | 6 | < 0.1% | |
| 79 | 5 | < 0.1% | |
| 75 | 3581 | 11.1% | |
| 70 | 5330 | 16.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6086 |
| Missing (%) | 18.8% |
| Memory size | 252.5 KiB |
| R | |
|---|---|
| H | |
| V | |
| T | 1239 |
| Z | 1191 |
| Value | Count | Frequency (%) | |
| R | 16009 | 49.5% | |
| H | 5235 | 16.2% | |
| V | 2556 | 7.9% | |
| T | 1239 | 3.8% | |
| Z | 1191 | 3.7% | |
| (Missing) | 6086 | 18.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.376655527 |
| Min length | 1 |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4499 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.24247762 |
|---|---|
| Minimum | 15 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 252.5 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 16 |
| median | 17 |
| Q3 | 18 |
| 95-th percentile | 20 |
| Maximum | 22 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.453866945 |
|---|---|
| Coefficient of variation (CV) | 0.0843189115 |
| Kurtosis | 0.003670605953 |
| Mean | 17.24247762 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.508696364 |
| Sum | 479634 |
| Variance | 2.113729093 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 17 | 7612 | 23.6% | |
| 18 | 6453 | 20.0% | |
| 16 | 5998 | 18.6% | |
| 15 | 3078 | 9.5% | |
| 20 | 2188 | 6.8% | |
| 19 | 2133 | 6.6% | |
| 22 | 196 | 0.6% | |
| 21 | 159 | 0.5% | |
| (Missing) | 4499 | 13.9% |
| Value | Count | Frequency (%) | |
| 15 | 3078 | 9.5% | |
| 16 | 5998 | 18.6% | |
| 17 | 7612 | 23.6% | |
| 18 | 6453 | 20.0% | |
| 19 | 2133 | 6.6% |
| Value | Count | Frequency (%) | |
| 22 | 196 | 0.6% | |
| 21 | 159 | 0.5% | |
| 20 | 2188 | 6.8% | |
| 19 | 2133 | 6.6% | |
| 18 | 6453 | 20.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| MSRP | EPA Fuel Economy Est - City (MPG) | Engine | Drivetrain | Passenger Capacity | Passenger Doors | Base Curb Weight (lbs) | Passenger Volume (ft³) | Wheelbase (in) | Track Width, Front (in) | Height, Overall (in) | Fuel Tank Capacity, Approx (gal) | SAE Net Torque @ RPM | Fuel System | SAE Net Horsepower @ RPM | Displacement | Trans Description Cont. | Trans Type | Suspension Type - Front | Suspension Type - Rear | Air Bag-Frontal-Driver | Air Bag-Frontal-Passenger | Air Bag-Passenger Switch (On/Off) | Air Bag-Side Body-Front | Air Bag-Side Body-Rear | Air Bag-Side Head-Front | Air Bag-Side Head-Rear | Brakes-ABS | Child Safety Rear Door Locks | Daytime Running Lights | Traction Control | Night Vision | Rollover Protection Bars | Fog Lamps | Parking Aid | Tire Pressure Monitor | Back-Up Camera | Stability Control | Basic Miles/km | Basic Years | Corrosion Miles/km | Corrosion Years | Drivetrain Miles/km | Drivetrain Years | Turning Diameter - Curb to Curb (ft) | Front Wheel Material | Stabilizer Bar Diameter - Front (in) | Roadside Assistance Years | Roadside Assistance Miles/km | Manufacturer | Model year | Category | Front tire width | Front tire aspect ratio | Front tire speed ratings/cons.type | Front tire rim size | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 40600.0 | 22.0 | l4 | FWD | 5 | 4 | 3790.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 235 | 55.0 | H | 19.0 |
| 1 | 45500.0 | 22.0 | l4 | FWD | 5 | 4 | 3829.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 235 | 55.0 | H | 19.0 |
| 2 | 43600.0 | 22.0 | l4 | FWD | 5 | 4 | 3821.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 255 | 45.0 | V | 20.0 |
| 3 | 37400.0 | 22.0 | l4 | FWD | 5 | 4 | 3783.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 235 | 55.0 | H | 19.0 |
| 4 | 42600.0 | 21.0 | l4 | AWD | 5 | 4 | 4026.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 235 | 55.0 | H | 19.0 |
| 5 | 47500.0 | 21.0 | l4 | AWD | 5 | 4 | 4068.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 235 | 55.0 | H | 19.0 |
| 6 | 45600.0 | 21.0 | l4 | AWD | 5 | 4 | 4015.0 | 104.0 | 108.3 | 64.2 | 65.7 | 17.1 | 280.0 | DI | 272.0 | 2.0 | Automatic | 10 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 39.0 | Aluminum | NaN | NaN | 50000.0 | Acura | 2019 | SUV | 255 | 45.0 | V | 20.0 |
| 7 | 37500.0 | 19.0 | V6 | AWD | 5 | 4 | 3902.0 | 103.5 | 105.7 | 63.1 | 65.0 | 16.0 | 252.0 | SFI | 279.0 | 3.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 38.9 | Aluminum | NaN | NaN | 50000.0 | Acura | 2018 | SUV | 235 | 60.0 | V | 18.0 |
| 8 | 41000.0 | 20.0 | V6 | FWD | 5 | 4 | 3772.0 | 103.5 | 105.7 | 63.1 | 65.0 | 16.0 | 252.0 | SFI | 279.0 | 3.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 38.9 | Aluminum | NaN | NaN | 50000.0 | Acura | 2018 | SUV | 235 | 60.0 | V | 18.0 |
| 9 | 39700.0 | 20.0 | V6 | FWD | 5 | 4 | 3768.0 | 103.5 | 105.7 | 63.1 | 65.0 | 16.0 | 252.0 | SFI | 279.0 | 3.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 5.0 | 70000.0 | 6.0 | 38.9 | Aluminum | NaN | NaN | 50000.0 | Acura | 2018 | SUV | 235 | 60.0 | V | 18.0 |
Last rows
| MSRP | EPA Fuel Economy Est - City (MPG) | Engine | Drivetrain | Passenger Capacity | Passenger Doors | Base Curb Weight (lbs) | Passenger Volume (ft³) | Wheelbase (in) | Track Width, Front (in) | Height, Overall (in) | Fuel Tank Capacity, Approx (gal) | SAE Net Torque @ RPM | Fuel System | SAE Net Horsepower @ RPM | Displacement | Trans Description Cont. | Trans Type | Suspension Type - Front | Suspension Type - Rear | Air Bag-Frontal-Driver | Air Bag-Frontal-Passenger | Air Bag-Passenger Switch (On/Off) | Air Bag-Side Body-Front | Air Bag-Side Body-Rear | Air Bag-Side Head-Front | Air Bag-Side Head-Rear | Brakes-ABS | Child Safety Rear Door Locks | Daytime Running Lights | Traction Control | Night Vision | Rollover Protection Bars | Fog Lamps | Parking Aid | Tire Pressure Monitor | Back-Up Camera | Stability Control | Basic Miles/km | Basic Years | Corrosion Miles/km | Corrosion Years | Drivetrain Miles/km | Drivetrain Years | Turning Diameter - Curb to Curb (ft) | Front Wheel Material | Stabilizer Bar Diameter - Front (in) | Roadside Assistance Years | Roadside Assistance Miles/km | Manufacturer | Model year | Category | Front tire width | Front tire aspect ratio | Front tire speed ratings/cons.type | Front tire rim size | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32306 | 54100.0 | 22.0 | l4 | AWD | 5 | 4 | 4135.0 | NaN | 120.5 | 63.7 | NaN | NaN | 295.0 | DI | 316.0 | 2.0 | Automatic | 8 | Double Wishbone | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 38.7 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2018 | Car | 245 | 45.0 | V | 18.0 |
| 32307 | 58600.0 | 22.0 | l4 | AWD | 5 | 4 | 4135.0 | NaN | 120.5 | 63.7 | NaN | NaN | 295.0 | DI | 316.0 | 2.0 | Automatic | 8 | Double Wishbone | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 38.7 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2018 | Car | 255 | 40.0 | V | 19.0 |
| 32308 | 48100.0 | 24.0 | l4 | FWD | 5 | 4 | 3870.0 | NaN | 120.5 | 63.7 | NaN | NaN | 258.0 | DI | 250.0 | 2.0 | Automatic | 8 | Double Wishbone | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 38.7 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2018 | Car | 245 | 45.0 | V | 18.0 |
| 32309 | 34300.0 | 18.0 | I6 | RWD | 5 | 4 | 3461.0 | 90.3 | 109.1 | 59.2 | NaN | NaN | 199.0 | Electric FI | 181.0 | 2.9 | Automatic | 4 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 50000.0 | 4.0 | 150000.0 | 8.0 | NaN | NaN | 31.8 | Alloy | 0.91 | NaN | NaN | Volvo | 1998 | Car | 205 | 55.0 | V | 16.0 |
| 32310 | 41850.0 | 22.0 | l4 | AWD | 5 | 4 | 3920.0 | 93.0 | 109.2 | 62.1 | NaN | NaN | 258.0 | DI | 240.0 | 2.0 | Automatic | 8 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 37.1 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2018 | Car | 235 | 50.0 | V | 18.0 |
| 32311 | 45700.0 | 22.0 | l4 | AWD | 5 | 4 | 3920.0 | 93.0 | 109.2 | 62.1 | NaN | NaN | 258.0 | DI | 240.0 | 2.0 | Automatic | 8 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 37.1 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2018 | Car | 235 | 50.0 | V | 18.0 |
| 32312 | 41200.0 | 20.0 | l5 | AWD | 5 | 4 | 3602.0 | 93.0 | 109.3 | 62.1 | NaN | NaN | 266.0 | SFI | 250.0 | 2.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 37.1 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2016 | Car | 235 | 50.0 | V | 18.0 |
| 32313 | 44850.0 | 20.0 | l5 | AWD | 5 | 4 | 3602.0 | 93.0 | 109.3 | 62.1 | NaN | NaN | 266.0 | SFI | 250.0 | 2.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 37.1 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2016 | Car | 235 | 50.0 | V | 18.0 |
| 32314 | 41000.0 | 20.0 | l5 | AWD | 5 | 4 | 3602.0 | 93.0 | 109.3 | 62.1 | NaN | NaN | 266.0 | SFI | 250.0 | 2.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 37.1 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2015 | Car | 235 | 50.0 | V | 18.0 |
| 32315 | 44650.0 | 20.0 | l5 | AWD | 5 | 4 | 3602.0 | 93.0 | 109.3 | 62.1 | NaN | NaN | 266.0 | SFI | 250.0 | 2.5 | Automatic | 6 | MacPherson Strut | Link type | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 50000.0 | 4.0 | 150000.0 | 12.0 | 50000.0 | 4.0 | 37.1 | Aluminum | NaN | 4.0 | 150000.0 | Volvo | 2015 | Car | 235 | 50.0 | V | 18.0 |